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Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)
In recent years, quantum computing has outperformed classical computing in many
aspects, including the advancement of approaches in Reinforcement Learning prob-
lems. Particularly, it has the power to utilize the quantum ...
LRFMV: an efficient customer segmentation model for superstores
(Brac University, 2021-06)
In superstore business, the recency, frequency, and monetary (RFM) based on cus tomers’ purchase results is preferred to categorize valuable customers in order to
increase profit margins. This paper develops an enhanced ...
Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
(Brac University, 2021-06)
Machine Learning has gotten attention in the healthcare industry for the
competences to ameliorate disease prediction. Machine learning has already been
used in the health sector. Diabetes can also trigger the permanent ...
Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
(Brac University, 2021-09)
Alzheimer’s Disease (AD) is a neurological condition where the decline of brain
cells causes acute memory loss and severe loss in cognitive functionalities. Various
Neuroimaging techniques have been developed to diagnose ...
Demystifying machine learning models for IOT attack detection with explainable AI
(Brac University, 2021-09)
Internet of things (IoT) dramatically is changing our lives with its newly invented
devices and applications which leads to various emerging cybersecurity challenges
or threats. The rapid growth of IoT arouses security ...
Finding ideal geographical location for businesses using machine learning technique
(Brac University, 2021-09)
The world has become a place where the economy is at the epicenter of it all. World
economic growth has paved the way for people to enrich their lives with all sorts
of blessings. A major chunk of this shift in the world's ...
Early detection of diabetic retinopathy using deep learning techniques
(Brac University, 2021-10)
We, humans, are the bearer of diseases. While most of them have a thoroughly
researched and contemplated solution set, some of them do not. Diabetes is one of
those common diseases that do not have a clear solution but ...
Towards devising an efficient VQA in the Bengali Language
(Brac University, 2021-12)
This paper aims to provide insight into how Visual question answering might work
on Bangla datasets versus English datasets. Several studies have been conducted on
deep learning methods applied to Bangla datasets up to ...
Homeland - a project by Aveneur Solutions
(Brac University, 2021-09)
Aveneur Solutions is an aesthetic-first web design, digital content, and software development
company - serving businesses both large and small. It is a creative IT
company that provides a diverse set of services tailored ...
Identification of fake news using machine learning in distributed system
(Brac University, 2021-06)
The World Wide Web’s launch and the rapid adoption of social media platforms
(such as Facebook and Twitter) paved the way for unparalleled levels of information
diffusion in human history. Consumers are creating and ...